DocumentCode
2080608
Title
Research on linguistic computing model for image emotion semantic
Author
Liu, Zengrong ; Yu, Xueli
Author_Institution
Coll. of Comput. Sci. & Technol., Taiyuan Univ. of Technol., Taiyuan, China
fYear
2011
fDate
16-18 Dec. 2011
Firstpage
2355
Lastpage
2358
Abstract
In the light of the emotional semantic classification under Plutchik´s model of emotion, this paper establishes an emotional semantic space by the basic linguistic set with the description of the emotional semantics quantified by the cognitive experiments of psychology. In the emotional semantic space, the definitions of both the linguistic computing model and its algorithms are given based on the fuzzy logic theory. It was proved that the model conforms to the psychological model of cognition of emotion semantics through the cognitive experiment of semantic similarity and the coherency experiment of multi-source semantic.
Keywords
cognition; fuzzy logic; pattern classification; psychology; Plutchik emotion model; cognition psychological model; emotional semantic classification; emotional semantic space; fuzzy logic theory; image emotion semantic; linguistic computing model; linguistic set; multisource semantic coherency experiment; semantic similarity cognitive experiment; Computational modeling; Educational institutions; Humans; Pragmatics; Psychology; Semantics; Vectors; Image Emotion Semantic; Linguistic; Linguistic Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location
Changchun
Print_ISBN
978-1-4577-1700-0
Type
conf
DOI
10.1109/TMEE.2011.6199693
Filename
6199693
Link To Document